visible learning, tomorrow’s schoolstomorrow’s … · visible learning, tomorrow’s...
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Visible Learning,
Tomorrow’s SchoolsTomorrow’s Schools,
The MindsetsThe Mindsets
that make the difference
in EducationJohn HattieVisible Learning LaboratoriesUniversity of Auckland
Influences on Achievement ?Influences on Achievement ?
0
Decreased EnhancedZero
0
Decreased EnhancedZero
Reducing Class Size on Achievement?Reducing Class Size on Achievement?What is the effect of reducing class size
Hundreds of evaluations of reducing
0
Hundreds of evaluations of reducing class size ….
Decreased EnhancedZero
0
Decreased EnhancedZero
Eff t A hi t ti ?Effect on Achievement over time?
ReducingClass Size
0 20 1.0
Decreased EnhancedZero
0 .20
An effect‐size of .20 1.0advancing achievement 9 mths 3 yrs% improving rate of learning 10% 45%% improving rate of learning 10% 45%r variable & achievement .10 .45
% of students with treatment exceeding those not treated 8 34not treated 8 34
The typical influence on achievementThe typical influence on achievement
So what is the typical effect across
800+ meta-analysis800+ meta analysis
50,000 studies, and
200+ million students
Eff t A hi t ti ?Effect on Achievement over time?
Typical EffectEffect Size
Decreased EnhancedZero
0 .20 1.0.40
Decreased EnhancedZero
Distribution of effects2500025000
20000
ects
15000
No.
of E
ffe
10000
5000
0
Rank these 12 effects: AnswersRank these 12 effects: Answers 1 Acceleration (speed up a year)1 Acceleration (speed up a year) 2 Feedback3 Student-teacher relationships4 Teaching study skills5 Reading Recovery6 C ti l i6 Cooperative learning7 Homework8 Individualized instruction8 Individualized instruction9 Ability grouping10 Open vs. traditional classes11 Retention (hold back a year)12 Shifting schools
Rank these 12 effects: AnswersRank these 12 effects: Answers 1 Acceleration (speed up a year) 881 Acceleration (speed up a year) .882 Feedback .733 Student-teacher relationships .724 Teaching study skills .595 Reading Recovery .506 C ti l i 416 Cooperative learning .417 Homework .298 Individualized instruction 228 Individualized instruction .229 Ability grouping .1210 Open vs. traditional classes .0111 Retention (hold back a year) -.1612 Shifting schools -.34
The Disasters ...The Disasters ...Rank Influence Studies Effects ES
130 College halls of residence 10 23 .05
131 Multi-grade/age classes 94 72 .04
132 Student control over learning 65 38 .04
133 Open vs. Traditional 315 333 .01
134 Summer vacation 39 62 - 09134 Summer vacation 39 62 -.09135 On Welfare Policies 8 8 -.12
136 R t ti 207 2675 16136 Retention 207 2675 -.16
137 Television 37 540 -.18
138 Mobility 181 540 -.34
The Disasters ...The Disasters ...Rank Influence Studies Effects ES
120 Mentoring 74 74 .15
121 Teacher education 85 391 .12Teacher education
122 Ability grouping 500 1369 .12
123 Gender 2926 6051 .12123 Gender 2926 6051 .12
124 Diet 23 125 .12
125Teacher subject matter
92 424 09125 knowledge 92 424 .09
126 Distance Education 839 1643 .09Out of school curricula
127Out of school curricula experiences 52 50 .09
128 Perceptual-Motor programs 180 637 .08
129 Whole language 64 197 .06
The Disasters ...The Disasters ...Rank Influence Studies Effects ES
110 Learning hierarchies 24 24 .19
111 Co- Team teaching 136 47 .19111 Co Team teaching 136 47 .19
112 Web based learning 45.3 136 .18
113 Family structure 845 1733 17113 Family structure 845 1733 .17
114 Extra-curricula Programs 102 68 .17115 Teacher Immediacy 16 16 .16y
116 Within class grouping 129 181 .16
116 Home-school programs 14 14 .16116 Home school programs 14 14 .16
118 Problem based learning 285 546 .15
119 Sentence Combining programs 35 40 15119 Sentence Combining programs 35 40 .15
Not Worth it yetNot Worth it yet ...Rank Influence Studies Effects ES
100 Finances 189 681 .23
101 Illness (Lack of) 13 13 .23( )
101 Religious Schools 71 71 .23
103 Individualized instruction 638 1185 .2203 d dua ed st uct o 638 85
104 Visual/Audio-visual methods 359 231 .22
105 Comprehensive Teaching Reforms 282 1818 .22105 Comprehensive Teaching Reforms 282 1818 .22
106 Class size 96 785 .21
107 Charter Schools 18 18 20107 Charter Schools 18 18 .20
108 Aptitude/treatment interactions 61 340 .19
109 Personality 234 1481 19109 Personality 234 1481 .19
Typical “average teacher” territory ...yp g y
Rank Influence Studies Effects ESRank Influence Studies Effects ES
90 Exercise/Relaxation programs 227 1971 .28
91 Desegregation 335 723 .28
92 Mainstreaming 150 370 .28
93 Teaching test taking & coaching 275 372 .27
94 Use of calculators 222 1083 .27Values/Moral Education
95Values/Moral Education Programs 84 97 .24
96Competitive vs. individualistic learning 831 203 2496 learning 831 203 .24
96 Special College Programs 108 108 .24
98 Programmed instruction 493 391 2398 Programmed instruction 493 391 .23
99 Summer school 105 600 .23
Typical “average teacher” territoryTypical average teacher territory ...Rank Influence Studies Effects ES
80 Decreasing disruptive behavior 165 416 .34
81 Drugs 467 1839 3381 Drugs 467 1839 .33
82 Simulations 361 482 .33
83 Inductive teaching 97 103 3383 Inductive teaching 97 103 .33
84 Ethnicity 9 9 .32
85 Teacher effects 18 18 3285 Teacher effects 18 18 .32
86 Inquiry based teaching 205 420 .31
87 Ability grouping for gifted students 125 202 3087 Ability grouping for gifted students 125 202 .30
88 Homework 161 295 .29
89 Home visiting 71 52 2989 Home visiting 71 52 .29
Closer to AverageCloser to Average …Rank Influence Studies Effects ES
70 Time on Task 100 136 .38
71 Computer assisted instruction 4899 8914 .37p
72 Adjunct aids 73 258 .37
73 Bilingual Programs 128 727 .37
74 Principals/ School leaders 491 1257 .36
75 Attitude to Mathematics/Science 288 664 .3675 Attitude to Mathematics/Science 288 664 .36
76 Exposure to Reading 114 293 .36
77 Drama/Arts Programs 715 728 .35g
78 Creativity 21 447 .35
79 Frequent/ Effects of testing 569 1749 .34
AverageAverage
R k I fl S di Eff ESRank Influence Studies Effects ES
60 Mathematics programs 706 2404 .43
61Behavioral organizers/Adjunct questions 577 1933 .41
63 Cooperative learning 306 829 .4163 Cooperative learning 306 829 .41
64 Science 884 2592 .40
65 Social skills programs 540 2278 4065 Social skills programs 540 2278 .40
66 Reducing anxiety 121 1097 .40
67 Integrated Curricula Programs 61 80 3967 Integrated Curricula Programs 61 80 .39
68 Enrichment 214 543 .39
69 Career Interventions 143 243 3869 Career Interventions 143 243 .38
AverageAverageRank Influence Studies Effects ESRank Influence Studies Effects ES
51 Motivation 327 979 .48
52 Early Intervention 1704 9369 .47
53 Questioning 211 271 .46
54 Pre school programs 358 1822 .45
55 Quality of Teaching 141 195 .4455 Quality of Teaching 141 195 .44
56 Writing Programs 262 341 .44
57 Expectations 674 784 4357 Expectations 674 784 .43
58 School size 21 120 .43
9 S f 324 2113 4359 Self-concept 324 2113 .43
Let’s have them ....
Rank Influence Studies Effects ESRank Influence Studies Effects ES
40 Keller's PIS 263 162 .5341 P i fl 12 122 5341 Peer influences 12 122 .5342 Classroom management 100 5 .5243 Outdoor/ Adventure Programs 187 429 5243 Outdoor/ Adventure Programs 187 429 .5244 Interactive video methods 441 3930 .5245 Parental Involvement 716 1783 .5146 Play Programs 70 70 .5047 Second/Third chance programs 52 1395 .5048 Small group learning 78 155 .49
49Concentration/Persistence/E t 146 587 4849 Engagement 146 587 .48
ExcitingExciting ….
Rank Influence Studies Effects ESRank Influence Studies Effects ES
30 Worked examples 62 151 .57
31 Home environment 35 109 .5732 Socioeconomic status 499 957 .5733 Concept mapping 287 332 5733 Concept mapping 287 332 .5734 Challenging Goals 604 820 .56
35 Visual-Perception programs 683 5035 5535 Visual-Perception programs 683 5035 .55
36 Peer tutoring 767 1200 .55Cooperative vs. competitive
37 learning 1024 933 .54
38 Pre-term birth weight 46 136 .54
39 Classroom cohesion 88 841 .53
Among the Winners ...Among the Winners ...Rank Influence Studies Effects ESRank Influence Studies Effects ES
20 Problem solving teaching 221 719 .61
21 Not labeling students 79 79 .61
22 Teaching strategies 5667 13572 .60
23Cooperative vs. individualistic learning 774 284 .59
24 Study skills 668 2217 .5924 Study skills 668 2217 .59
25 Direct Instruction 304 597 .59
26 Tactile stimulation programs 19 103 .5826 Tactile stimulation programs 19 103 .58
27 Phonics instruction 447 5990 .58
28 Comprehension programs 415 2653 .58p p g
29 Mastery learning 377 296 .58
The Winners ...The Winners ...
Rank Influence Studies Effects ES
11 Teacher-Student relationships 229 1450 .72
12 Spaced vs. Mass Practice 63 112 .71
13 Meta-cognitive strategies 63 143 .69
14 Prior achievement 3607 9209 .67
15 V b l 301 800 6715 Vocabulary programs 301 800 .67
16 Repeated Reading programs 54 156 .67
17 C ti it P 685 837 6517 Creativity Programs 685 837 .65
18 Self-verbalization & Self-questioning 113 1150 .64
19 P f i l d l t 537 1884 6219 Professional development 537 1884 .62
The Winners ...The Winners ...
R k I fl St di Eff t ESRank Influence Studies Effects ES
1 Self-reported grades 209 305 1.44
2 Piagetian programs 51 65 1.28
3 Providing formative evaluation 30 78 .90
4 Micro teaching 402 439 .88
5 Acceleration 37 24 .88
6 Classroom behavioral 160 942 .80
7Comprehensive interventions for learning disabled students 343 2654 .77g
8 Teacher clarity na na .75
9 Reciprocal teaching 38 53 .74p g
10 Feedback 1287 2050 .73
Identifying what mattersIdentifying what matters
Percentage of Achievement Variance
TeachersStudents
Teachers
HomeHomePeersPeers
SchoolsSchools P i i lP i i lSchoolsSchools PrincipalPrincipal
Visible Teaching – Visible LearningVisible Teaching Visible Learning
MINDSETS – 1. Teachers/ Leaders as EvaluatorsEvaluators
A disposition to asking …p g
• How do I know this is working?
H I ‘thi ’ ith ‘th t’?• How can I compare ‘this’ with ‘that’?
• What is the merit and worth of this influence on learning?
• What is the magnitude of the effect?
• What evidence would convince you that you are wrong?• What evidence would convince you that you are wrong?
• Where is the evidence that shows this is superior to other programs?
• Where have you seen this practice installed so that it produces effective results?
• Do I share a common conception of progress?p p g
The use of Effect-sizes
Average post - Average preAverage post - Average pre
Effect-size = _______________________spread (sd)spread (sd)
oror
Average class1 – Average class 2
Effect-size =Effect-size = _____________________________spread (sd)
2. It’s about the teacher’s/leaders mindset, not the kids!
Don’t blame the kids
Social class/ prior achievement is surmountable
All students can be challenged
Strategies not styles
D l hi h t d t t tiDevelop high student expectations
Enhance help seeking
De elop assessment capable st dentsDevelop assessment capable students
The power of developing peer interactions
The power of critique/error/feedbackThe power of critique/error/feedback
Self-regulations and seeing students as teachers
3. Teachers/Leaders as change agents
Achievement is changeable and enhanceable vs. immutable and fixed
Teaching as an enabler not a barrier
Engage in the total learning and not break into steps and chunks
The Power of learning intentions
The Power of success criteria
The ContrastsThe Contrasts An active teacher, passionate for their subjectAn active teacher, passionate for their subject
and for learning, a change agent
OR
A facilitative, inquiry or discovery based provider of engaging activities
Activator or Facilitator ?Activator or Facilitator ?
An Activator A FacilitatorAn Activator A Facilitator
Reciprocal teaching Simulations and gaming
Feedback Inquiry based teaching
Teaching students self-verbalization Smaller class sizes
Meta-cognition strategies Individualized instruction
Direct Instruction Problem-based learning
Mastery learning Different teaching for boys & girls
Goals - challenging Web-based learning
Frequent/ Effects of testing Whole Language Reading
Behavioral organizers Inductive teaching
Activator or Facilitator ?Activator or Facilitator ?An Activator ES A Facilitator ES
Reciprocal teaching .74 Simulations and gaming .32
Feedback .72 Inquiry based teaching .31
T hi t d t lf b li ti 67 S ll l i 21Teaching students self-verbalization .67 Smaller class sizes .21
Meta-cognition strategies .67 Individualized instruction .20
Direct Instruction .59 Problem-based learning .15g
Mastery learning .57 Different teaching for boys & girls .12
Goals - challenging .56 Web-based learning .09
Frequent/ Effects of testing .46 Whole Language Reading .06
Behavioral organizers .41 Inductive teaching .06
ACTIVATOR .60 FACILITATOR .17
4. Teachers/Leaders gaining feedback about themselvesfeedback about themselves ...
Where am I going? Where am I going? How am I going?g g Where to next?
5. Assessment as feedback – to teachers/leadersteachers/leaders
Who did you teach well, who not so well
What did you teach well, not so well
Wh h h hi d b hi d Where are the gaps, strengths, achieved, to be achieved
Levels and Progress Levels and Progress
Developing a common conception of progress Developing a common conception of progress
School profiles
Individual Learning PathwaysIndividual Learning Pathways
Curriculum Level ReportCurriculum Level Report
Target Setting/ Expectationsg g p
Teacher or student target
Polynomial regression target
6 Challenge or “Do your best”6. Challenge or Do your best
Maintain the challenge not break it downMaintain the challenge not break it down
Power of learning intentions
Power of success criteria
7. It’s about “not knowing”/errorRelationships in classrooms
The importance of error
Relationships in classrooms
and not knowing …
Build trust and rapport
Student more than teacher questioning
h l d h ’Teacher clarity, support, and What’s next
Peer teaching, assessment, learning
It’s more about the learning than the teaching
MINDSETS – 1. Teachers as Evaluators
Teachers being responsible; don’t blame the kidsTeachers being responsible; don t blame the kids
Teachers as Change Agents more than facilitators
Teachers gaining feedback about their effectiveness & progressTeachers gaining feedback about their effectiveness & progress
Teachers need to challenge, more than “do your best”
Teachers who welcome error, and build trust eac e s o e co e e o , a d bu d t ust
among peers
in classrooms
Teachers who see assessment as informing them more than
kids
Teachers as Evaluators (of themselves more than of students)
While more income leads to higher individual gainsLess evidence it leads to higher economic growth at aggregate level.aggregate level.
When age is factored in, it can seen what the longer term implications of “more schooling”
Singapore
South Korea
Pakistan under four models
Fast Track – 99% primary (2015), 50% secondary (2030), 60% tertiary (2050)Global education trend – on historical trend dataConstant Enrolment rates – assumes rates frozen at 2000 levelConstant Enrolment rates assumes rates frozen at 2000 levelConstant Absolute rates – the no of students frozen at 2000 level
Narrow those gapsNarrow those gaps
But the gap is not there …But the gap is not there …
Tomorrows’ Schools: Yesterday’s NewsYesterday s NewsThe quest for a new metaphor
1. Adequacy more than Equity.
2. There is no agency responsible for improvement.
3. Schools need to become the unit of evaluation.
4 Th d f i d d t l ti f i iti ti4. The need for more independent evaluation of initiatives.
5. Tomorrow’s Schools is having a negative effect on the career path of
teachersteachers.
6. By empowering 2800 schools to be mini-markets, there is much wastage.
7 Schools need to stop competing with each other7. Schools need to stop competing with each other.
8. The effects on student learning have been minimal.
A Royal Commission, or some like process, is needed to devise a new metaphor that willto devise a new metaphor that will
• allow different more regional/cluster models of schools to develop, g p
• remove even further any disparities between schools and between ethnicity
achievements,
• ensure all have adequate resources and teaching to attain appropriate outcomes,
• further reduce competition between schools and allow more sharing of
improvements particularly before schools are deemed to be failingimprovements particularly before schools are deemed to be failing,
• allow schools to become the major units of evaluation,
• create an agency responsible for evaluations of various initiatives,
• dependably assess and esteem quality teaching and teachers,
• determine optimal career paths for teachers and school leaders,
• identify and reduce wastage, and
• measure success more in terms of teaching and learning effects as well as on
equity of resourcesequity of resources.
What some teachers/leaders do!What some teachers/leaders do!
Clear learning intentions
Challenging success criteria Challenging success criteria
Range of learning strategies
Know when students are not progressingp g g
Providing feedback
Visibly learns themselves
Such that studentsSuch that students …
Understand learning intentions
Are challenged by success criteria
Develop a range of learning strategiesDevelop a range of learning strategies
Know when they are not progressing
Seek feedback
Visibly teach themselves Visibly teach themselves